Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties Aug 10, 2024 Federated Learning quantile regression
— Unverified Privacy-Preserved Taxi Demand Prediction System Utilizing Distributed Data Aug 9, 2024 Contrastive Learning Federated Learning
— Unverified LiD-FL: Towards List-Decodable Federated Learning Aug 9, 2024 Federated Learning image-classification
Code Code Available Federated Hypergraph Learning: Hyperedge Completion with Local Differential Privacy Aug 9, 2024 Federated Learning Graph Learning
— Unverified Overlay-based Decentralized Federated Learning in Bandwidth-limited Networks Aug 8, 2024 Federated Learning
— Unverified Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic review Aug 8, 2024 Federated Learning
— Unverified Tackling Noisy Clients in Federated Learning with End-to-end Label Correction Aug 8, 2024 Federated Learning Misinformation
Code Code Available Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit Aug 8, 2024 Federated Learning Thompson Sampling
Code Code Available FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data Aug 8, 2024 Anomaly Detection Benchmarking
— Unverified Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy Aug 8, 2024 Federated Learning
— Unverified SocFedGPT: Federated GPT-based Adaptive Content Filtering System Leveraging User Interactions in Social Networks Aug 7, 2024 Federated Learning
— Unverified FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG Aug 6, 2024 Chatbot Federated Learning
— Unverified Masked Random Noise for Communication Efficient Federated Learning Aug 6, 2024 Federated Learning
Code Code Available FedBAT: Communication-Efficient Federated Learning via Learnable Binarization Aug 6, 2024 Binarization Federated Learning
Code Code Available Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic Surgery Aug 6, 2024 Disentanglement Federated Learning
Code Code Available Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application Aug 6, 2024 Crop Yield Prediction Federated Learning
— Unverified Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense Aug 5, 2024 Data Poisoning Federated Learning
— Unverified Strategic Federated Learning: Application to Smart Meter Data Clustering Aug 5, 2024 Clustering Federated Learning
— Unverified Model Hijacking Attack in Federated Learning Aug 4, 2024 Autonomous Driving Data Poisoning
— Unverified Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning Aug 4, 2024 Federated Learning Personalized Federated Learning
— Unverified Joint Model Pruning and Resource Allocation for Wireless Time-triggered Federated Learning Aug 3, 2024 Federated Learning
— Unverified TreeCSS: An Efficient Framework for Vertical Federated Learning Aug 3, 2024 Clustering Federated Learning
— Unverified Load Balancing in Federated Learning Aug 1, 2024 Decision Making Fairness
— Unverified Mobility-Aware Federated Self-supervised Learning in Vehicular Network Aug 1, 2024 Federated Learning Self-Supervised Learning
— Unverified Algorithms for Collaborative Machine Learning under Statistical Heterogeneity Jul 31, 2024 Federated Learning Synthetic Data Generation
— Unverified FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communication Jul 31, 2024 Federated Learning Semantic Communication
— Unverified FedBChain: A Blockchain-enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights Jul 31, 2024 Activity Recognition Federated Learning
Code Code Available CELLM: An Efficient Communication in Large Language Models Training for Federated Learning Jul 30, 2024 Federated Learning
— Unverified Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing Jul 30, 2024 Federated Learning Privacy Preserving
— Unverified UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks Jul 29, 2024 Federated Learning image-classification
Code Code Available Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction Jul 29, 2024 Federated Learning Privacy Preserving
— Unverified F-KANs: Federated Kolmogorov-Arnold Networks Jul 29, 2024 Classification Federated Learning
Code Code Available FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models Jul 29, 2024 Federated Learning
— Unverified FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction Jul 28, 2024 Federated Learning
Code Code Available Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain Jul 28, 2024 Autonomous Driving Deep Reinforcement Learning
— Unverified On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps Jul 27, 2024 Federated Learning
— Unverified Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering Jul 27, 2024 Clustering Fairness
— Unverified A collaborative ensemble construction method for federated random forest Jul 27, 2024 Federated Learning
— Unverified Reducing Spurious Correlation for Federated Domain Generalization Jul 27, 2024 Domain Generalization Federated Learning
— Unverified FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification Jul 26, 2024 Federated Learning Privacy Preserving
— Unverified FLUE: Federated Learning with Un-Encrypted model weights Jul 26, 2024 Federated Learning FLUE
— Unverified FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction Jul 26, 2024 Click-Through Rate Prediction Federated Learning
— Unverified Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning Jul 26, 2024 Federated Learning Inference Attack
— Unverified FADAS: Towards Federated Adaptive Asynchronous Optimization Jul 25, 2024 Federated Learning Privacy Preserving
Code Code Available Generative AI like ChatGPT in Blockchain Federated Learning: use cases, opportunities and future Jul 25, 2024 Federated Learning
— Unverified SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment Jul 25, 2024 Federated Learning Privacy Preserving
— Unverified Sparse Incremental Aggregation in Multi-Hop Federated Learning Jul 25, 2024 Federated Learning
— Unverified Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review Jul 25, 2024 Federated Learning Privacy Preserving
— Unverified Lightweight Industrial Cohorted Federated Learning for Heterogeneous Assets Jul 25, 2024 Federated Learning
— Unverified HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging Jul 25, 2024 Federated Learning
— Unverified 